AI & Machine Learning Services for Westby Experts – Practical, Applied AI

At COLETEK, we bring decades of hands-on experience delivering real-world artificial intelligence and computer vision systems. Whether you're located for Westby or anywhere globally, our AI solutions are designed for embedded, edge, and industrial deployment.

Our CTO, Luke Cole, began engineering AI and robotics as a teenager in 1998. He worked at leading institutes such as CSIRO, NICTA (now Data61), Seeing Machines, and ANU Robotics System Lab, contributing to early self-driving cars, custom AI libraries, and mobile robot autonomy before ROS and OpenCV were even invented.

Luke also worked at Hemisphere GPS (formerly BEELINE, now AgJunction) as a Robotics Engineer, implementing GPS-guided autonomous systems used by hundreds of agricultural vehicles worldwide.

Meanwhile, Lance Cole has worked in advanced military-grade embedded systems, including on the US military's CROWS program at EOS. He brings deep experience in electronics and embedded hardware for AI.

Our team specialises in applied (narrow) AI, particularly in embedded vision, robotics, and real-time decision-making. We’ve built AI systems using:

• Neural Networks (Perceptron, Sigmoid, ReLU, CNNs, RNNs, Transformers)
• Machine Learning (ML), Deep Learning (DL), and Reinforcement Learning
• Backpropagation, Stochastic Gradient Descent (SGD)
• Image Processing: HAAR, HOG, LBP, PCA, CLAHE, Hough, Template Matching
• Object Detection: YOLOv10, EfficientDet, Faster R-CNN, Mask R-CNN
• Frameworks: TensorFlow, Keras, PyTorch, Caffe, ONNX

We’ve deployed AI models on cost-effective platforms like the Raspberry Pi, and optimized high-performance systems using NVIDIA Jetson (Nano, Xavier, TX1) and NVIDIA Tesla V100 GPUs. Our team understands both the constraints of edge devices and the throughput of datacenter-grade accelerators.

Applications of our AI & Machine Learning Services for Westby services include:

• Smart agriculture & plant recognition (99%+ accuracy on edge)
• Autonomous vehicle vision & embedded localisation
• Industrial automation & object detection
• AI-powered road signs & hazard detection
• Wildlife monitoring & pest targeting with gimbal vision
• Face, voice, and optical character recognition (OCR)
• Natural language interfaces (Open WebUI + open-source LLMs)

• Edge-first philosophy: We specialise in systems that work offline, on-site, and in real time.
• Custom hardware integration: Cameras, sensors, motors, GPUs, embedded Linux.
• Transparent, ethical AI: Locally hosted, explainable, privacy-conscious.
• Decades of real deployment: From paddocks to highways to defense environments.

If you're based in for Westby or anywhere globally and need help with robotics, machine vision, or embedded AI, we’d love to hear from you. We speak your language, whether it’s TensorFlow code, NVIDIA CUDA pipelines, or low-level embedded C on ARM systems.

Contact COLETEK today to see how our AI expertise can power your next product or platform.

In the heart of Western Victoria, where innovation meets resilience, there's one company that has earned a reputation for delivering unparalleled engineering and product development solutions. COLETEK has been serving businesses across Westby, Victoria, Australia since 2001, building long-term relationships with clients who value reliability, expertise, and flexibility. Our multidisciplinary Australian team is dedicated to helping local companies overcome the unique challenges they face in their respective industries. As a trusted national player, we've developed a deep understanding of the regional needs and complexities that Westby businesses encounter on a daily basis. By collaborating closely with our clients, we're able to craft tailored solutions that address the most pressing pain points, streamline operations, and drive long-term success. Whether you're an established enterprise or just starting out, COLETEK's commitment to innovation, reliability, and capability makes us an ideal partner for your next project. In Westby, Victoria, Australia, a thriving community of entrepreneurs, manufacturers, and service providers rely on our expertise to navigate the ever-evolving landscape of trade and commerce. By leveraging our extensive experience in product development, engineering consulting, and manufacturing operations, we've helped numerous organizations capitalize on market opportunities, improve efficiency, and enhance competitiveness. Our collaborative approach ensures that every project is designed to meet the specific needs and goals of our clients in Westby, Victoria, Australia. We take pride in delivering high-quality solutions that not only exceed expectations but also demonstrate a deep understanding of regional contexts. Today, as we continue to evolve alongside the businesses we serve, COLETEK remains committed to being an trusted partner for companies seeking innovative engineering and product development solutions in Westby, Victoria, Australia and beyond. We invite you to explore how our collective expertise can help drive your business forward – get in touch with us today!